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Multiple Imputation in the Austrian Household Survey on Housing Wealth

Author

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  • Nicolas Albacete

    (Oesterreichische Nationalbank, Economic Analysis Division)

Abstract

This paper presents the multiple imputation model for the imputation of the missing values of the Austrian Household Survey on Housing Wealth 2008. It is based on Bayesian inference and on the fully conditional specification approach. Both theoretical framework and model specification are discussed in detail and,finally, some results about the performance of our imputations are presented.

Suggested Citation

  • Nicolas Albacete, 2012. "Multiple Imputation in the Austrian Household Survey on Housing Wealth," Working Papers 176, Oesterreichische Nationalbank (Austrian Central Bank).
    • Handle: RePEc:onb:oenbwp:176
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    File URL: https://www.oenb.at/dam/jcr:5ca29833-8fd4-44fc-9fdf-ce322c7b3a70/wp176_internet_tcm16-242939.pdf
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    Citations

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    Cited by:

    1. Eisele, Martin & Zhu, Junyi, 2013. "Multiple imputation in a complex household survey - the German Panel on Household Finances (PHF): challenges and solutions," EconStor Preprints 100007, ZBW - Leibniz Information Centre for Economics.
    2. Pirmin Fessler & Peter Mooslechner & Martin Schürz & Karin Wagner, 2009. "Housing Wealth of Austrian Households," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 104-124.
    3. Pirmin Fessler & Martin Schürz, 2013. "Cross-Country Comparability of the Eurosystem Household Finance and Consumption Survey," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 29-50.
    4. Nicolas Albacete & Pirmin Fessler & Martin Schürz, 2012. "Risk Buffer Profiles of Foreign Currency Mortgage Holders," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 23, pages 58-71.
    5. Jun Zhan, 2015. "Who holds risky assets and how much?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(2), pages 323-370, May.

    More about this item

    Keywords

    Household wealth survey; imputation methods;

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access

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